age
int64 17
90
| workclass
stringclasses 9
values | fnlwgt
int64 12.3k
1.48M
| education
stringclasses 16
values | education.num
int64 1
16
| marital.status
stringclasses 7
values | occupation
stringclasses 15
values | relationship
stringclasses 6
values | race
stringclasses 5
values | sex
stringclasses 2
values | capital.gain
int64 0
100k
| capital.loss
int64 0
4.36k
| hours.per.week
int64 1
99
| native.country
stringclasses 42
values | age_group
stringclasses 3
values | capital_gain_loss_ratio
float64 0
10B
| income
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31 | ? | 182,191 | Bachelors | 13 | Married-civ-spouse | ? | Wife | White | Female | 4,064 | 0 | 30 | Canada | Middle-aged | 406,400,000 | <=50K |
32 | Private | 317,809 | Bachelors | 13 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 4,064 | 0 | 50 | United-States | Middle-aged | 406,400,000 | <=50K |
49 | Private | 297,884 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 4,064 | 0 | 50 | United-States | Middle-aged | 406,400,000 | <=50K |
36 | Private | 267,556 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 4,064 | 0 | 40 | United-States | Middle-aged | 406,400,000 | <=50K |
42 | Private | 195,096 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 4,064 | 0 | 40 | United-States | Middle-aged | 406,400,000 | <=50K |
30 | Private | 281,030 | Assoc-voc | 11 | Married-civ-spouse | Sales | Husband | White | Male | 4,064 | 0 | 40 | United-States | Middle-aged | 406,400,000 | <=50K |
38 | Self-emp-not-inc | 344,480 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 4,064 | 0 | 40 | United-States | Middle-aged | 406,400,000 | <=50K |
26 | Private | 39,092 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 4,064 | 0 | 50 | United-States | Young | 406,400,000 | <=50K |
47 | Private | 178,341 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 4,064 | 0 | 60 | United-States | Middle-aged | 406,400,000 | <=50K |
47 | Private | 200,471 | Assoc-voc | 11 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 4,064 | 0 | 40 | United-States | Middle-aged | 406,400,000 | <=50K |
51 | Private | 86,332 | Assoc-voc | 11 | Married-civ-spouse | Other-service | Husband | White | Male | 4,064 | 0 | 55 | United-States | Middle-aged | 406,400,000 | <=50K |
28 | Private | 294,936 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 4,064 | 0 | 45 | United-States | Young | 406,400,000 | <=50K |
34 | Local-gov | 155,781 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 4,064 | 0 | 50 | United-States | Middle-aged | 406,400,000 | <=50K |
46 | Private | 285,750 | HS-grad | 9 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 4,064 | 0 | 55 | United-States | Middle-aged | 406,400,000 | <=50K |
45 | Private | 288,437 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | Other | Male | 4,064 | 0 | 40 | United-States | Middle-aged | 406,400,000 | <=50K |
47 | ? | 174,525 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 3,942 | 0 | 40 | ? | Middle-aged | 394,200,000 | <=50K |
41 | Private | 187,881 | Some-college | 10 | Married-civ-spouse | Sales | Husband | White | Male | 3,942 | 0 | 40 | United-States | Middle-aged | 394,200,000 | <=50K |
38 | Private | 450,924 | 12th | 8 | Married-civ-spouse | Other-service | Husband | White | Male | 3,942 | 0 | 40 | United-States | Middle-aged | 394,200,000 | <=50K |
29 | Private | 184,596 | 11th | 7 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,942 | 0 | 50 | United-States | Young | 394,200,000 | <=50K |
50 | Private | 166,220 | Assoc-acdm | 12 | Married-civ-spouse | Sales | Wife | White | Female | 3,942 | 0 | 40 | United-States | Middle-aged | 394,200,000 | <=50K |
45 | Private | 192,835 | HS-grad | 9 | Married-civ-spouse | Other-service | Husband | White | Male | 3,942 | 0 | 40 | United-States | Middle-aged | 394,200,000 | <=50K |
41 | Local-gov | 103,759 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,942 | 0 | 40 | United-States | Middle-aged | 394,200,000 | <=50K |
23 | Private | 209,034 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Wife | White | Female | 3,942 | 0 | 40 | United-States | Young | 394,200,000 | <=50K |
59 | Private | 340,591 | 10th | 6 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 3,942 | 0 | 40 | United-States | Middle-aged | 394,200,000 | <=50K |
38 | Private | 331,395 | 7th-8th | 4 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 3,942 | 0 | 84 | Portugal | Middle-aged | 394,200,000 | <=50K |
26 | Private | 208,326 | HS-grad | 9 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,942 | 0 | 45 | United-States | Young | 394,200,000 | <=50K |
35 | Private | 145,704 | HS-grad | 9 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 3,942 | 0 | 35 | United-States | Middle-aged | 394,200,000 | <=50K |
27 | Private | 243,569 | 11th | 7 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 3,942 | 0 | 40 | United-States | Young | 394,200,000 | <=50K |
61 | ? | 229,744 | 1st-4th | 2 | Married-civ-spouse | ? | Husband | White | Male | 3,942 | 0 | 20 | Mexico | Senior | 394,200,000 | <=50K |
36 | ? | 53,606 | Assoc-voc | 11 | Married-civ-spouse | ? | Wife | White | Female | 3,908 | 0 | 8 | United-States | Middle-aged | 390,800,000 | <=50K |
45 | Federal-gov | 311,671 | Assoc-voc | 11 | Married-civ-spouse | Protective-serv | Husband | White | Male | 3,908 | 0 | 40 | United-States | Middle-aged | 390,800,000 | <=50K |
32 | Private | 187,560 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,908 | 0 | 40 | United-States | Middle-aged | 390,800,000 | <=50K |
36 | Private | 160,035 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,908 | 0 | 55 | United-States | Middle-aged | 390,800,000 | <=50K |
43 | Private | 177,905 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 3,908 | 0 | 40 | United-States | Middle-aged | 390,800,000 | <=50K |
59 | Private | 191,965 | 11th | 7 | Married-civ-spouse | Other-service | Wife | White | Female | 3,908 | 0 | 28 | United-States | Middle-aged | 390,800,000 | <=50K |
27 | Private | 152,683 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,908 | 0 | 35 | United-States | Young | 390,800,000 | <=50K |
24 | Private | 196,816 | Bachelors | 13 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,908 | 0 | 40 | United-States | Young | 390,800,000 | <=50K |
34 | Private | 36,069 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,908 | 0 | 46 | United-States | Middle-aged | 390,800,000 | <=50K |
31 | Private | 213,643 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 3,908 | 0 | 40 | United-States | Middle-aged | 390,800,000 | <=50K |
31 | Private | 66,278 | Some-college | 10 | Married-civ-spouse | Prof-specialty | Wife | White | Female | 3,908 | 0 | 40 | United-States | Middle-aged | 390,800,000 | <=50K |
32 | Private | 207,685 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Wife | Black | Female | 3,908 | 0 | 40 | United-States | Middle-aged | 390,800,000 | <=50K |
42 | Private | 424,855 | Some-college | 10 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,908 | 0 | 40 | United-States | Middle-aged | 390,800,000 | <=50K |
38 | Private | 36,989 | Bachelors | 13 | Married-civ-spouse | Other-service | Husband | White | Male | 3,908 | 0 | 70 | United-States | Middle-aged | 390,800,000 | <=50K |
58 | Private | 244,605 | Assoc-voc | 11 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,908 | 0 | 40 | United-States | Middle-aged | 390,800,000 | <=50K |
51 | Private | 101,722 | 7th-8th | 4 | Married-civ-spouse | Exec-managerial | Husband | Amer-Indian-Eskimo | Male | 3,908 | 0 | 47 | United-States | Middle-aged | 390,800,000 | <=50K |
51 | State-gov | 105,943 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 3,908 | 0 | 40 | United-States | Middle-aged | 390,800,000 | <=50K |
44 | Private | 107,584 | Masters | 14 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 3,908 | 0 | 50 | United-States | Middle-aged | 390,800,000 | <=50K |
23 | Private | 193,586 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 3,908 | 0 | 40 | United-States | Young | 390,800,000 | <=50K |
27 | Private | 188,941 | Some-college | 10 | Married-civ-spouse | Tech-support | Husband | White | Male | 3,908 | 0 | 40 | United-States | Young | 390,800,000 | <=50K |
35 | Private | 143,152 | Some-college | 10 | Married-civ-spouse | Adm-clerical | Wife | White | Female | 3,908 | 0 | 27 | United-States | Middle-aged | 390,800,000 | <=50K |
33 | Private | 55,699 | HS-grad | 9 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,908 | 0 | 40 | United-States | Middle-aged | 390,800,000 | <=50K |
28 | Local-gov | 327,533 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 3,908 | 0 | 40 | United-States | Young | 390,800,000 | <=50K |
42 | Self-emp-not-inc | 320,744 | HS-grad | 9 | Married-civ-spouse | Sales | Husband | White | Male | 3,908 | 0 | 45 | United-States | Middle-aged | 390,800,000 | <=50K |
33 | Local-gov | 152,351 | Some-college | 10 | Married-civ-spouse | Protective-serv | Husband | White | Male | 3,908 | 0 | 40 | United-States | Middle-aged | 390,800,000 | <=50K |
21 | Private | 163,870 | 10th | 6 | Married-civ-spouse | Other-service | Husband | White | Male | 3,908 | 0 | 40 | United-States | Young | 390,800,000 | <=50K |
34 | Private | 231,043 | Assoc-voc | 11 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 3,908 | 0 | 45 | United-States | Middle-aged | 390,800,000 | <=50K |
31 | Self-emp-inc | 256,362 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 3,908 | 0 | 50 | United-States | Middle-aged | 390,800,000 | <=50K |
51 | Private | 312,477 | Some-college | 10 | Married-civ-spouse | Transport-moving | Husband | White | Male | 3,908 | 0 | 40 | United-States | Middle-aged | 390,800,000 | <=50K |
35 | Self-emp-not-inc | 89,508 | Some-college | 10 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,908 | 0 | 60 | United-States | Middle-aged | 390,800,000 | <=50K |
36 | Self-emp-not-inc | 34,378 | Assoc-voc | 11 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 3,908 | 0 | 75 | United-States | Middle-aged | 390,800,000 | <=50K |
58 | Local-gov | 212,864 | HS-grad | 9 | Married-civ-spouse | Protective-serv | Husband | White | Male | 3,908 | 0 | 40 | United-States | Middle-aged | 390,800,000 | <=50K |
54 | State-gov | 123,592 | HS-grad | 9 | Separated | Adm-clerical | Unmarried | Black | Female | 3,887 | 0 | 35 | United-States | Middle-aged | 388,700,000 | <=50K |
37 | Private | 277,022 | HS-grad | 9 | Never-married | Handlers-cleaners | Unmarried | White | Female | 3,887 | 0 | 40 | Nicaragua | Middle-aged | 388,700,000 | <=50K |
28 | Federal-gov | 526,528 | Some-college | 10 | Never-married | Adm-clerical | Unmarried | Black | Female | 3,887 | 0 | 40 | United-States | Young | 388,700,000 | <=50K |
32 | State-gov | 200,469 | Some-college | 10 | Never-married | Protective-serv | Unmarried | Black | Female | 3,887 | 0 | 40 | United-States | Middle-aged | 388,700,000 | <=50K |
32 | Private | 356,689 | HS-grad | 9 | Divorced | Adm-clerical | Unmarried | White | Male | 3,887 | 0 | 40 | United-States | Middle-aged | 388,700,000 | <=50K |
32 | Private | 269,182 | Some-college | 10 | Separated | Tech-support | Unmarried | Black | Female | 3,887 | 0 | 40 | United-States | Middle-aged | 388,700,000 | <=50K |
69 | Self-emp-inc | 69,209 | Bachelors | 13 | Married-civ-spouse | Machine-op-inspct | Husband | White | Male | 3,818 | 0 | 30 | United-States | Senior | 381,800,000 | <=50K |
67 | ? | 192,916 | HS-grad | 9 | Married-civ-spouse | ? | Husband | White | Male | 3,818 | 0 | 11 | United-States | Senior | 381,800,000 | <=50K |
65 | Private | 113,323 | Assoc-acdm | 12 | Married-civ-spouse | Exec-managerial | Husband | White | Male | 3,818 | 0 | 40 | United-States | Senior | 381,800,000 | <=50K |
65 | ? | 178,931 | HS-grad | 9 | Married-civ-spouse | ? | Husband | Amer-Indian-Eskimo | Male | 3,818 | 0 | 40 | United-States | Senior | 381,800,000 | <=50K |
68 | Private | 144,056 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 3,818 | 0 | 40 | United-States | Senior | 381,800,000 | <=50K |
77 | Local-gov | 177,550 | Bachelors | 13 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 3,818 | 0 | 14 | United-States | Senior | 381,800,000 | <=50K |
65 | Self-emp-not-inc | 115,498 | Bachelors | 13 | Married-civ-spouse | Sales | Husband | White | Male | 3,818 | 0 | 10 | United-States | Senior | 381,800,000 | <=50K |
37 | Private | 758,700 | 9th | 5 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 3,781 | 0 | 50 | Mexico | Middle-aged | 378,100,000 | <=50K |
20 | Private | 34,568 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,781 | 0 | 35 | United-States | Young | 378,100,000 | <=50K |
32 | Private | 400,535 | HS-grad | 9 | Married-civ-spouse | Craft-repair | Husband | White | Male | 3,781 | 0 | 40 | United-States | Middle-aged | 378,100,000 | <=50K |
60 | Private | 88,055 | Prof-school | 15 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,781 | 0 | 16 | United-States | Senior | 378,100,000 | <=50K |
50 | Self-emp-not-inc | 176,867 | Doctorate | 16 | Married-civ-spouse | Prof-specialty | Husband | White | Male | 3,781 | 0 | 40 | United-States | Middle-aged | 378,100,000 | <=50K |
58 | Private | 298,601 | 9th | 5 | Married-civ-spouse | Machine-op-inspct | Husband | Black | Male | 3,781 | 0 | 40 | United-States | Middle-aged | 378,100,000 | <=50K |
33 | Private | 163,110 | HS-grad | 9 | Married-civ-spouse | Handlers-cleaners | Husband | White | Male | 3,781 | 0 | 40 | United-States | Middle-aged | 378,100,000 | <=50K |
20 | Private | 194,630 | HS-grad | 9 | Married-civ-spouse | Adm-clerical | Husband | White | Male | 3,781 | 0 | 50 | United-States | Young | 378,100,000 | <=50K |
21 | ? | 262,280 | Some-college | 10 | Married-civ-spouse | ? | Wife | White | Female | 3,781 | 0 | 40 | United-States | Young | 378,100,000 | <=50K |
22 | ? | 154,235 | Some-college | 10 | Married-civ-spouse | ? | Wife | White | Female | 3,781 | 0 | 35 | United-States | Young | 378,100,000 | <=50K |
52 | Private | 230,657 | HS-grad | 9 | Married-civ-spouse | Machine-op-inspct | Husband | Other | Male | 3,781 | 0 | 40 | Columbia | Middle-aged | 378,100,000 | <=50K |
48 | Private | 373,366 | 1st-4th | 2 | Married-civ-spouse | Farming-fishing | Husband | White | Male | 3,781 | 0 | 50 | Mexico | Middle-aged | 378,100,000 | <=50K |
35 | Private | 538,583 | 11th | 7 | Separated | Transport-moving | Not-in-family | Black | Male | 3,674 | 0 | 40 | United-States | Middle-aged | 367,400,000 | <=50K |
33 | Private | 40,681 | Some-college | 10 | Never-married | Prof-specialty | Not-in-family | White | Female | 3,674 | 0 | 16 | United-States | Middle-aged | 367,400,000 | <=50K |
36 | Private | 130,926 | Bachelors | 13 | Divorced | Adm-clerical | Not-in-family | White | Female | 3,674 | 0 | 40 | United-States | Middle-aged | 367,400,000 | <=50K |
50 | Federal-gov | 166,419 | 11th | 7 | Never-married | Sales | Not-in-family | Black | Female | 3,674 | 0 | 40 | United-States | Middle-aged | 367,400,000 | <=50K |
23 | Private | 193,090 | Some-college | 10 | Never-married | Adm-clerical | Not-in-family | White | Female | 3,674 | 0 | 40 | United-States | Young | 367,400,000 | <=50K |
64 | ? | 239,529 | 11th | 7 | Widowed | ? | Not-in-family | White | Female | 3,674 | 0 | 35 | United-States | Senior | 367,400,000 | <=50K |
21 | Private | 148,211 | HS-grad | 9 | Never-married | Handlers-cleaners | Not-in-family | White | Male | 3,674 | 0 | 50 | United-States | Young | 367,400,000 | <=50K |
25 | Private | 40,512 | Bachelors | 13 | Never-married | Prof-specialty | Not-in-family | White | Male | 3,674 | 0 | 30 | United-States | Young | 367,400,000 | <=50K |
44 | Private | 408,717 | HS-grad | 9 | Divorced | Sales | Not-in-family | White | Male | 3,674 | 0 | 50 | United-States | Middle-aged | 367,400,000 | <=50K |
41 | Self-emp-not-inc | 89,942 | HS-grad | 9 | Divorced | Sales | Not-in-family | White | Male | 3,674 | 0 | 45 | United-States | Middle-aged | 367,400,000 | <=50K |
29 | Local-gov | 419,722 | Assoc-acdm | 12 | Never-married | Adm-clerical | Not-in-family | White | Male | 3,674 | 0 | 40 | United-States | Young | 367,400,000 | <=50K |
46 | Private | 270,693 | HS-grad | 9 | Never-married | Handlers-cleaners | Own-child | White | Male | 3,674 | 0 | 30 | United-States | Middle-aged | 367,400,000 | <=50K |
32 | Private | 426,467 | 1st-4th | 2 | Never-married | Craft-repair | Not-in-family | White | Male | 3,674 | 0 | 40 | Guatemala | Middle-aged | 367,400,000 | <=50K |
24 | Private | 103,064 | Bachelors | 13 | Never-married | Tech-support | Not-in-family | White | Female | 3,674 | 0 | 40 | United-States | Young | 367,400,000 | <=50K |
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